New research reveals compute-optimal scaling laws for human motion generation

andrew_n_carr · x · 2026-08-25

Cartwheel has published research on compute-optimal scaling laws for human motion generation. By building the world's largest high-quality motion dataset and training hundreds of models at varying scales, they demonstrated that motion generation follows Chinchilla scaling laws, validating that scaling compute and data significantly improves performance.

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